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UNIVERSITI PUTRA MALAYSIA
FACTORS AFFECTING THE OPTIMIZATION OF LIPASE-CATALYSED PALM-BASED ESTERS SYNTHESIS
ERIN RYANTIN GUNAWAN.
FS 2005 35
FACTORS AFFECTING THE OPTIMIZATION OF LIPASE- CATALYSED PALM-BASED ESTERS SYNTHESIS
ERIN RYANTIN GUNAWAN
Thesis Submitted to the School of Graduate Studies, Universiti Putra Malaysia, in Fulfillment of the Requirement
for the Degree of Doctor of Philosophy
Abstract of thesis presented to the Senate of Universiti h t r a Malaysia in fulfillment of the requirement for the degree of Doctor
of Philosophy
FACTORS AFFECTING THE OPTIMIZATION OF LIPASE CATALYSED PALM-BASED ESTERS SYNTHESIS
ERIN RYANTIN GUNAWAN
July 2005
Chairman: Professor Mahiran Basri, PhD
Faculty: Science
The lipase synthesis of esters using palm oil fractions and long
chain alcohol as substrates was carried out. Various lipases were
tested for their suitability for the reaction. Among the enzymes
tested, Lipozyme IM exhibited the highest percentage yield of palm
oil ester (more than 75%) compared with the other lipases. Two
methods, classical method (one-variable at-a-time) and response
surface methodology (RSM), were employed for optimization of the
reaction.
By the classical method, five parameters such as reaction time,
temperature, amount of enzyme, molar ratio of substrates and
various organic solvents of the reaction system were investigated.
The optimum yield was achieved at the reaction temperature of 40
- 500C for palm oil (PO) and 400C for palm kernel oil (PKO)
alcoholysis, a reaction time of 5 - 7 h for PO and 7 - 10 h for PKO,
0.15 g of enzyme for both PO and PKO alcoholysis, molar ratio at 3:
1 (alcohol: PO or PKO), and the best solvent for the reactions was
hexane. Percentage yields of esters obtained at these optimum
reaction conditions were 83, 80 and 81% for refined, bleached and
deodorized (RBD) palm oil, RBD palm stearin (PS) and RBD palm
olein (PL), respectively and 87, 90 and 86% for RBD palm kernel
oil, RBD palm kernel stearin (PKS) and RBD palm kernel olein
(PKL) , respectively.
The classical method of optimization involves varying one
parameter a t a time and keeping the other parameters constant.
However, this method is inefficient as it fails to understand
relationships between the variables (reaction time, temperature,
molar ratio and amount of enzyme) and the response (percentage
yield). RSM is an effective statistical technique for the investigation
of complex processes. RSM comprising of a five-level, four-factor
central composite rotatable design (CCRD) was used to evaluate
the interactive effects of synthesis reaction time (2.5 - 10 h of PO, 5
- 15 h of PKO), temperature (30 - 700C of PO, 30 - 500C of PKO),
amount of enzyme (0.1 - 0.2 g of PO or PKO) and substrates molar
ratio (1: 1 - 5: 1 alcohol to PO or PKO) on the percentage yield of
esters and to obtain the optimum conditions for enzyme-catalyzed
alcoholysis of palm-based ester.
The optimum conditions derived by RSM of PO and PKO were:
reaction time at 7.38 and 10 h, temperature of 53.9% and 44.20C,
amount of enzyme of 0.149 and 0.157g, and substrates molar ratio
3.41: 1 and 3.78: 1 (alcohol: PO or PKO), respectively. The actual
experimental yield of PO and PKO were 84.6% and 90.8% under
these optimum conditions, which compared well with the
maximum predicted value of 85.4% and 91.8% for PO and PKO,
respectively.
The composition of esters synthesized from PO at optimum
reaction condition are 0.8% of oleyl laurate, 3.8% of oleyl
myristate, 35.5% of oleyl palmitate, 4.5% of oleyl stearate, 33.3%
oleyl oleate and 6.2% of oleyl linoleate. Meanwhile, The
composition of esters synthesized from PKO are 0.7% of oleyl
caproate, 5.7% of oleyl caprylate, 3.7% of oleyl caprate, 36.7% of
laurate, 13.10% of oleyl myristate, 8.8% of oleyl palmitate, 2.5%
oleyl stearate, 14.1% of oleyl oleate and 2.4% of oleyl linoleate.
These optimum conditions were also used in alcoholysis of PS, PL,
PKS and PKL, which gave the average percentage yield of more
than 80%.
Abstrak tesis yang dikemukakan kepada Senat Universiti Putra Malaysia bagi memenuhi keperluan untuk ijazah Doktor Falsafah
FAKTOR-FAKTOR MEMPENGARUHI PENGOPTIMUMAN SINTESIS ESTER BERASASKAN KELAPA SAWIT
DIMANGKINKAN OLEH LIPASE
Oleh
ERIN RYANTIN GUNAWAN
Julai 2005
Pengerusi: Profesor Mahiran Basri, PhD
Fakulti: Sains
Sintesis ester lilin mengunakan pecahan minyak kelapa sawit and
alkohol rantai panjang sebagai substrat yang dimangkinkan oleh
lipase telah dijalankan. Dua kaedah iaitu kaedah klasik (satu-
variasi pada satu-masa) dan kaedah permukaan respon, telah
digunakan untuk mencari keadaan optima. Pelbagai jenis lipase
telah diuji kesesuaiannya untuk tindak balas. Di antara enzim
yang telah diuji, Lipozyrne IM memberi hasil peratusan ester lilin
kelapa sawit paling tinggi (lebih dari 75 %) berbanding lipase lain
yang diuji.
Dalarn kaedah klasik, lirna parameter iaitu masa tindak-balas,
suhu, jumlah enzim, nisbah molar substrat dan kepelbagaian
pelarut organik telah di kajiselidik.
Hasil optima telah dicapai pada suhu tindak balas alkoholisis 40-
50°C bagi minyak kelapa sawit (PO) dan 40°C bagi minyak isirung
kelapa sawit (PKO), masa tindak balas pada 5 - 7 jam bagi PO dan
pada 7 - 10 jam bagi PKO, jumlah enzim bagi 0.15 g untuk
alkoholisis PO dan PKO, nisbah molar substrat pada 3: 1 (alcohol:
PO atau PKO) dan pelarut terbaik bagi tindak balas adalah
heksana. Hasil peratusan ester lilin yang diperolehi mengunakan
keadaan optima ini adalah 83, 80 dan 81% bagi minyak kelapa
sawit yang dibersih, diluntur dan dinyahbau (RBD), RBD kelapa
sawit sterin (PS) d m RDB kelapa sawit o h , masing-masing 87, 90
dan 86% bagi RBD minyak kelapa sawit (PKL), RBD kelapa sawit
isirung sterin (PKS) dan RBD kelapa sawit isirung olin (PKL).
Kaedah klasik bagi pengoptimaan tennasuk memvariasikan satu
parameter pada satu masa dan mengekalkan selainnya boleh
digunakan. Walaubagaimanapun, kaedah ini tidak mencukupi
kerana ia gagal untuk memahami hubungkait di antara variable
(masa tindak balas, suhu, nisbah molar dan jumlah enzim) dan
respon (peratusan hasil). RSM adalah teknik statistik untuk
menyelidik proses yang komplek. RSM mengandungi lima-
peringkat, empat-faktor jenis pusat komposit putaran (CCRD)
telah digunakan untuk mengkaji kesan interaktif dalam sintesis
bagi masa tindak balas (2.5 - 10h bagi PO, 5 - 15 jam bagi PKO),
suhu (30 - 70°C bagi PO, 30 - 50°C bagi PKO), jumlah enzim (0.1 -
0.2 g bagi PO atau PKO) dan nisbah molar susbstrat ( 1: 1 -5: 1
alkohol bagi PO atau PKO) peratusan hasil ester lilin dan untuk
mendapatkan keadaan optima untuk alkoholisis bermangkinkan
enzim yang menghasilkan ester lilin berasaskan kelapa sawit.
Keadaan optima diperolehi melalui RSM bagi PO dan PKO adalah;
masa tindak balas pada 7.38 dan 10 jam, suhu pada 53.9 dan
44.Z°C, jumlah enzim pada 0.179 dan 0.157 g dan nisbah molar
substrat 3.41: 1 dan 3.78: 1 (alkohol: PO atau PKO), masing-
masing. Hasil sebenar dari eksperimen bagi PO dan PKO adalah
84.6% dan 90.8% di bawah keadaan optima, di mana ia sesuai
dengan nilai yang dianggar iaitu 85.4% dan 9 1.8% bagi PO dan
PKO. Keadaan optimum ini juga digunakan pada alkoholisis PS,
PL, PKS dan PKL, di mana ia telah memberikan purata hasil
peratusan lebih daripada 80%.
. . . Vlll
ACKNOWLEDGEMENTS
In The Name of ALLAH, The Most Merciful and Most Beneficent
All praises do to Allah, Lord of the universe. Only by His grace and
mercy this thesis can be completed.
This work was carried out with a hope to contribute towards the
expansion of our currently limited knowledge on Oleochemistry.
The completion of this thesis would have been impossible if not for
the assistance and direct involvement of so many kindhearted
individuals. Thus, I am very much indebted to my previous
mentors and I have no way of repaying such a dept except to
express my sincerest gratitude.
First and foremost, I am very grateful to my adviser Professor Dr.
Mahiran Basri, for her strong support, guidance, and patience for
the very enriching and thought provoking discussions and lectures
which helped to shape the thesis. She was always there to provide
everything I needed in the laboratory. I would also like to thank her
besides Prof. Dr. Abu Bakar Salleh for providing financial support
during the period of study through the IRPA research fund.
I am also grateful to Prof. Dr. Abu Bakar Salleh, Assoc. Prof. Dr.
Raja Noor Zaliha Abd. Rahman and Assoc. Prof. Dr. Mohd.
Basyaruddin Abd. Rahman in their capacities as members of
Supervisory Committee. Thank you for the comments and
suggestion, which contributed a lot towards the improvement of
the final manuscript. I am also indebted to the staff of the
Department of Chemistry, Universiti FWra Malaysia for their help
and cooperation.
Special thanks are extended to Dean of Fakultas Keguruan dan
Ilmu Pendidikan (FKIP), Rector of Universitas Mataram and
Direktorat Pendidikan Tinggi Departemen Pendidikan Nasional
Indonesia, which were allowed me to study in PhD level. Special
thanks are also extended to other 401 lab members (Dr. Siti
Salhah, Salina, Ita, Pei Sin, Azmahani, etc) who helped me in every
way possible and providing a congenial and enthusiastic
atmosphere in the laboratory. Acknowledgement is also extended
to Indonesian Student Association (PPI-UPM) that joined us in
sweet friendship and made life easier during my stay in Malaysia.
I wish to express my deepest gratitude to my parents, brothers and
sisters for their prayers, continuous moral support and unending
encouragement. Last but not least, I wish especially to
acknowledge my beloved husband, Dr. Dedy Suhendra, and my
dearest children Erdy Izzatuffikri, Erdanisa Aghnia Ilmani and
Erdy Muhammad Fakhri for their love, support, patience and
understanding.
I cer* that an Examination Committee met on 18th July 2005 to conduct the final examination of Erin Ryantin Gunawan on her Doctor of Philosophy thesis entitled "Factors AffecQng the Optimization of Lipase-Catalysed Palm-Based Esters Synthesis" in accordance with Universiti Pertanian Malaysia (Higher Degree) Act 1980 and Universiti Pertanian Malaysia (Higher Degree) Regulations 1981. The Committee recommends that the candidate be awarded the relevant degree. Members of the Examination Committee are as follows:
Zulkarnain Zainal, PhD Professor Faculty of Science Universiti Putra Malaysia (Chairman)
Dzulkefly Kuang Abdullah, PhD Professor Faculty of Science Universiti Putra Malaysia (Internal Examiner)
Nor Aripin Shamaan, PhD Associate Professor Faculty of Biotechnology and Biomolecular Sciences Universiti Putra Malaysia (Internal Examiner)
Noorsaadah Abdul Rahman, PhD Professor Faculty of Science Universiti Malaya (External Examiner)
Date: 2 2 AUG 2005
xii
This thesis submitted to the Senate of Universiti Putra Malaysia and has been accepted a s fulfillment of the requirement for the degree of Doctor of Philosophy. The members of the Supervisory Committee are a s follows:
Mahiran Basri, PhD Professor Faculty of Science Universiti Putra Malaysia (Chairman)
Abu Bakar Salleh, PhD Professor Faculty of Biotechnology and Biomolecular Science Universiti Putra Malaysia (Member)
Raja Noor Zaliha Raja Abdul Rahman, PhD Associate Professor Faculty of Biotechnology and Biomolecular Science Universiti Putra Malaysia (Member)
Mohd. Basyaruddin Abdul Rahman, PhD Associate Professor Faculty of Science Universiti Putra Malaysia (Member)
AINI IDERIS, PhD Professor/ Dean School of Graduate Studies Universiti Putra Malaysia
Date: 0 8 SEP 2005
. . . Xl l l
DECLARATION
I hereby declare that the thesis is based on my original work except for quotations and citations, which have been duly acknowledged. I also declare that it has not been previously or concurrently submitted for any other degree at UPM or other institutions.
ERIN RYANTIN GUNAWAN
DATE: > o / ~ / w 05
xiv
TABLEOFCONTENTS
Page
DEDICATION ABSTRACT ABSTRAK ACKNOWLEDGEMENTS APPROVAL DECLARATION LIST OF TABLES LIST OF FIGURES LIST OF ABBREVIATIONS
CHAPTER
INTRODUCTION
LITERATURE REVIEW
. . 11 ... 111
vi ix xii xiv xix xxi xxvi
Wax Ester 6 Properties of Wax Ester 6 Application of Wax Ester 8
Synthesis of Wax Ester 11 Chemical Synthesis 11 Enzymatic Synthesis 12 Analysis of Wax ester 14
Palm Oil 16 Chemistry of Palm Oil 17 Oleochemicals 21 Palm and Palm Kernel Oils as Raw 21 Material for Oleochemicals
Lipase as Biocatalyst Lipases in Oleochemical Industry
Optimization Studies Response Surface Methodology (RSM)
Factorial Design Central Composite Rotatable Design The Four-step Procedure in RSM
Application of RSM
MATERIALS AND METHODS
Materials and Equipments Methodology Preparation of Ester Standards
Esterification Reaction Isolation and Purification of Ester Standards
Synthesis of Esters Alcoholysis Reaction Product Isolation and Purification
Product Identification Thin Layer Chromatography (TLC) Gas Chromatography (GC) GC-Mass Spectroscopy Analysis Fourier Transform Infrared (FTIR) Spectroscopy
Screening of Lipase Optimization Studies
Effect of Reaction Time Effect of Reaction Temperature Effect of Amount of Enzyme Effect of Molar Ratio of Substrate Effect of Various Organic Solvents
Kinetic Study Alcoholysis Reaction a t Optimum Condition (Classical Method) Study on Interactive Effects of Enzymatic Reaction Parameters and Their Optimization Using RSM
Experimental Design Statistical and Graphical Analyses Optimization of Reaction and Model Validation Alcoholysis Reaction a t Optimum Condition (RSM)
Enzyme Reusability The Physical Properties Tests of The Products
Determination of Saponification Value (SV) Determination of Iodine Value Determination of Acid Value Solubility Test
xvi
RESULTS AND DISCUSSION
Synthesis of Ester Identification of The Products
Thin Layer Chromatography (TLC) FTIR Spectroscopy Gas Chromatography (GC) Analysis
Screening of Enzymes Optimization Studies of Palm Oil and Palm Kernel Oil Alcoholysis
Effect of Reaction Time Effect of Reaction Temperature Effect of Amount of Lipase Effect of Molar Ratio Effect of Organic Solvent Alcoholysis Reaction a t Optimum Conditions Ester Composition of The Products
Kinetic Study Response Surface Methodology (RSM)
Experimental Design Fitting Model and ANOVA Regression Analysis
Parameter Effects Interactive Effect of Reaction Time and Temperature Interactive Effect of Substrate Molar Ratio and Temperature Interactive Effect of Varying Amount of Enzyme and Temperature Interactive Effect of Reaction Time and Substrate Molar Ratio Interactive Effect of Reaction Time and Amount of Enzyme Interactive Effect of Varying Amount of Enzyme and Substrate Molar Ratio
Contour Plots Optimization of Reaction by RSM
Alcoholysis Reactions a t Optimum Conditions Optimized by RSM Composition of Esters from Palm Oil, Olein and Stearin Ester Optimized by RSM Comparison of One-variable-at-time (Conventional) Method and RSM on Percentage Yield of Esters
Operational Stability Physical Properties of Ester
Saponification Value and Molecular Weight Iodine Value (IV) Acid Value (AV) Solubility of The Products Viscosity of The Products
CONCLUSIONS
Recommendation for Further Studies
BIBLIOGRAPHY
APPENDICES
BIODATA OF THE AUTHOR
xviii
LIST OF TABLES
Table
Physical and chemical properties of palm oil and palm kernel olein
Fatty acid compositions (96) in palm oils
Fatty acid compositions (%) in palm kernel oils
Lipases and their sources
Coded and Actual Level Combination for a Five- level, Four-Variable Fractional Factorial Design of Palm Oil alcoholysis
Coded and Actual Level Combination for a Five- level, Four-Variable Fractional Factorial Design of Palm Kernel Oil alcoholysis
Reactions mixture under optimized condition
Composition of esters synthesized from palm oil fractions at the optimum condition of palm oil alcoholysis
Composition of esters synthesized from palm kernel oil fractions at the optimum condition of palm kernel oil alcoholysis
Kinetic and thermodynamic parameters for the alcoholysis of palm oil/palm kernel oil and oleyl alcohol
Central composite rotatable quadratic polynomial model, experimental data, actual and predicted values for 5-level-4-factor response surface analysis of palm oil
Page
18
xix
Central composite rotatable quadratic polynomial model, experimental data, actual and predicted values for 5-level-4-factor response surface analysis of palm kernel oil
ANOVA for joint test of palm oil
ANOVA for joint test of palm kernel oil
Values and Significance of Regression Coefficients of Coded Factors for Palm Oil Alcoholysis.
Values and Significance of Regression Coefficients of Coded Factors for Palm Kernel Oil Alcoholysis
Solutions of optimum conditions of palm oil
Solutions of optimum conditions of palm kernel oil
Composition of ester from palm oil fraction alcoholysis a t optimum condition optimized by RSM
Composition of ester from palm kernel oil fraction alcoholysis at optimum condition optimized by RSM
The saponification value of esters
The saponification value of esters from different commercial sources
The iodine values of esters
The iodine values of commercial esters
The acid values of esters
The acid values of commercial esters
Viscosity of esters
Viscosity of commercial esters
LIST OF FIGURES
Figure
1
Page
63 Thin layer chromatography of standard ester catalyzed by Lipozyme
FTIR spectrum
Chromatogram of ester standards
Chromatogram of esters from alcoholysis of palm oil
Chromatogram of esters from alcoholysis of palm kernel olein
Screening of lipase
Effect of reaction time on the total yield of palm oil and palm kernel oil alcoholysis
Effect of reaction time on palm oil alcoholysis
Effect of reaction time on palm kernel oil alcoholysis
Effect of temperature on the total yield of palm oil and palm kernel oil alcoholysis
Effect of temperature on palm oil alcoholysis
Effect of temperature on palm kernel oil alcoholysis
Effect of amount of lipase on the total yield of palm oil and palm kernel oil alcoholysis
Effect of amount of lipase on palm oil alcoholysis
Effect of amount of lipase on palm kernel oil alcoholysis
xxi
Effect of molar ratio of substrate on the total yield of palm oil and palm kernel oil alcoholysis
Effect of molar ratio of substrate on palm oil alcoholysis
Effect of molar ratio of substrate on palm kernel oil alcoholysis
Effect of various organic solvents on the total yield of palm oil and palm kernel oil alcoholy sis
Effect of various organic solvents on palm oil alcoholysis
Effect of various organic solvents on palm kernel oil alcoholysis
Alcoholysis reaction of palm oil a t optimum condition
Initial reaction rate of alcoholysis as a function of palm oil concentration
Initial reaction rate of alcoholysis as a function of palm kernel oil concentration
Initial reaction rate of palm oil alcoholysis as a function of oleyl alcohol concentration Initial reaction rate of palm kernel oil alcoholysis as a function of oleyl alcohol concentration
Lineweaver-Burk plot of alcoholysis as a function of palm oil concentration
Lineweaver-Burk plot of alcoholysis as a function of palm kernel oil concentration
Lineweaver-Burk plot of palm oil alcoholysis as a function of oleyl alcohol concentration
Lineweaver-Burk plot of palm kernel oil alcohol as a function of oleyl alcohol concentration
xxii
Response surface plot showing the effect of incubation time, temperature and their mutual effect on the synthesis of esters from palm oil alcoholysis
Response surface plot showing the effect of incubation time, temperature and their mutual effect on the synthesis of esters from palm kernel oil alcoholysis
Response surface plot showing the effect of molar ratio, temperature and their mutual effect on the synthesis of esters from palm oil alcoholysis
Response surface plot showing the effect of molar ratio, temperature and their mutual effect on the synthesis of esters from palm oil kernel alcoholysis
Response surface plot showing the effect of amount of enzyme, temperature and their mutual effect on the synthesis of esters of palm oil alcoholysis.
Response surface plot showing the effect of amount of enzyme, temperature and their mutual effect on the synthesis of esters of palm kernel oil alcoholysis.
Response surface plot showing the effect of molar ratio, time and their mutual effect on the synthesis of esters from palm oil alcoholysis
Response surface plot showing the effect of molar ratio, time and their mutual effect on the synthesis of esters from palm oil alcoholysis
Response surface plot showing the effect of amount of enzyme, time and their mutual effect on the synthesis of esters from palm oil alcoholysis
xxiii
Response surface plot showing the effect of amount of enzyme, time and their mutual effect on the synthesis of esters from palm kernel oil alcoholysis.
Response surface plot showing the effect of amount of enzyme, molar ratio and their mutual effect on the synthesis of esters from palm oil alcoholysis
Response surface plot showing the effect of amount of enzyme, molar ratio and their mutual effect on the synthesis of esters from palm oil alcoholysis
Contour plots of percentage yield of esters from alcoholysis of palm oil at molar ratio =1:1-1:5 and amount of enzyme = O.1g
Contour plots of percentage yield of esters from alcoholysis of palm oil at molar ratio =1:1-1:5 and amount of enzyme= 0.15 g
Contour plots of percentage yield of esters from alcoholysis of palm oil a t molar ratio = 1 : 1 - 1 :5 and amount of enzyme = 0.2 g
Contour plots of percentage yield of esters from alcoholysis of palm kernel oil at molar ratio =1: 1- 1:s and amount of enzyme = 0.1 g
Contour plots of percentage yield of esters from alcoholysis of palm kernel oil a t molar ratio = 1 : 1 - 1 :5 and amount of enzyme = 0.15 g
Contour plots of percentage yield of esters from palm kernel oil alcoholysis at molar ratio =1:1-1:5 and amount of enzyme = 0.2 g
Alcoholysis reaction of palm oils a t optimum condition by RSM
xxiv